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整合代谢组学和转录组学分析揭示了蔬菜大豆(Glycine max (L.) Merr.)种子质量的改善。

Integrative analysis of metabolome and transcriptome reveals the improvements of seed quality in vegetable soybean (Glycine max (L.) Merr.).

机构信息

Industrial Crop Research Institute, Sichuan Academy of Agricultural Science, No.159 Huajin Avanue, Qingbaijiang District, Chengdu City, 610300, China.

出版信息

Phytochemistry. 2022 Aug;200:113216. doi: 10.1016/j.phytochem.2022.113216. Epub 2022 Apr 27.

Abstract

Vegetable soybean is derived from grain soybean. Seeds of vegetable soybean are bigger, sweeter, and have smoother texture and better flavor than those of grain soybean. To better understand the improvements of seed quality in vegetable soybean, comparative metabolome and transcriptome analyses were performed in the developing seeds between grain (Williams 82) and vegetable (Jiaoda 133) soybeans. A total of 299 differential metabolites were identified between two genotypes, with an increase in free amino acids, carbohydrates, sterols, and flavonoids and a decrease in fatty acid in vegetable soybean. Thousands of differentially expressed genes (DEGs) were identified by transcriptome analysis. DEGs were used for weighted gene co-expression network analysis (WGCNA), yielding 16 co-expression modules. The expression patterns of DEGs within these modules were distinct between two genotypes. Functional enrichment analysis revealed that metabolic pathways, including alanine, aspartate and glutamate metabolism, fatty acid degradation, starch and sucrose metabolism, sucrose transport, and flavonoid biosynthesis, were up-regulated, whereas photosynthesis, arginine biosynthesis, arginine and proline metabolism, glycolysis/gluconeogenesis, and fatty acid biosynthesis were down-regulated in vegetable soybean. Reasonably, the alterations of metabolic pathways corresponding to DEGs partly explained the formation of differential metabolites. These findings provide a better understanding of seed development and breeding improvements of vegetable soybean.

摘要

菜用大豆是从粮食大豆衍生而来的。菜用大豆的种子较大,更甜,质地更光滑,味道更好。为了更好地了解菜用大豆种子质量的提高,我们对粮食大豆(Williams 82)和菜用大豆(Jiaoda 133)发育种子之间的比较代谢组和转录组进行了分析。在两种基因型之间共鉴定出 299 个差异代谢物,其中菜用大豆中游离氨基酸、碳水化合物、固醇和类黄酮增加,脂肪酸减少。通过转录组分析鉴定出数千个差异表达基因(DEGs)。DEGs 用于加权基因共表达网络分析(WGCNA),产生 16 个共表达模块。这些模块内的 DEG 表达模式在两种基因型之间明显不同。功能富集分析显示,代谢途径包括丙氨酸、天冬氨酸和谷氨酸代谢、脂肪酸降解、淀粉和蔗糖代谢、蔗糖转运和类黄酮生物合成等被上调,而光合作用、精氨酸生物合成、精氨酸和脯氨酸代谢、糖酵解/糖异生和脂肪酸生物合成在菜用大豆中被下调。合理的是,与 DEGs 对应的代谢途径的改变部分解释了差异代谢物的形成。这些发现为理解种子发育和菜用大豆的育种改良提供了更好的认识。

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